Christoph Heitz

34 papers Journal 12Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Message from the General Chair; SDS 2025. SDS Christoph Heitz
2025	J	`jnl`	On prediction-modelers and decision-makers: why fairness requires more than a fair prediction model. AI Soc. Teresa Scantamburlo, Joachim Baumann, Christoph Heitz
2024	—	`conf`	Fairness in Online Ad Delivery. FAccT Joachim Baumann, Piotr Sapiezynski, Christoph Heitz, Aniko Hannak
2024	—	`conf`	Group Fairness Refocused: Assessing the Social Impact of ML Systems. SDS Corinna Hertweck, Michele Loi, Christoph Heitz
2024	—	`conf`	On Prediction-modelers and Decision-makers: Why Fairness Requires More Than a Fair Prediction Model. EWAF Teresa Scantamburlo, Joachim Baumann, Christoph Heitz
2024	—	`conf`	What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from a Perspective of Approximate Justice. AIES (1) Corinna Hertweck, Christoph Heitz, Michele Loi
2024	J	`jnl`	What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice. CoRR Corinna Hertweck, Christoph Heitz, Michele Loi
2023	—	`conf`	Fair Machine Learning Through Post-processing: The Case of Predictive Parity. EWAF Joachim Baumann, Anikó Hannák, Christoph Heitz
2023	—	`conf`	FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. EWAF Corinna Hertweck, Joachim Baumann, Michele Loi, Christoph Heitz
2023	J	`jnl`	On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model. CoRR Teresa Scantamburlo, Joachim Baumann, Christoph Heitz
2023	—	`ed.`	Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. EWAF José M. Álvarez, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike
2023	—	`conf`	Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. EWAF Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
2022	J	`jnl`	A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs. CoRR Corinna Hertweck, Joachim Baumann, Michele Loi, Eleonora Viganò, Christoph Heitz
2022	J	`jnl`	Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics. CoRR Joachim Baumann, Corinna Hertweck, Michele Loi, Christoph Heitz
2022	—	`conf`	Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. FAccT Joachim Baumann, Anikó Hannák, Christoph Heitz
2022	J	`jnl`	Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency. CoRR Joachim Baumann, Anikó Hannák, Christoph Heitz
2022	—	`conf`	Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. SDS Joachim Baumann, Christoph Heitz
2022	J	`jnl`	Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation. CoRR Joachim Baumann, Christoph Heitz
2022	J	`jnl`	Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory. CoRR Michele Loi, Christoph Heitz
2022	—	`conf`	Is calibration a fairness requirement?: An argument from the point of view of moral philosophy and decision theory. FAccT Michele Loi, Christoph Heitz
2022	—	`conf`	On the Value of Data: Multi-Objective Maximization of Value Creation in Data-Driven Industrial Services. SDS Jürg Meierhofer, Rodolfo Benedech, Christoph Heitz
2022	J	`jnl`	People are not coins. Morally distinct types of predictions necessitate different fairness constraints. CoRR Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
2022	—	`conf`	People are not coins: Morally distinct types of predictions necessitate different fairness constraints. FAccT Eleonora Viganò, Corinna Hertweck, Christoph Heitz, Michele Loi
2021	—	`conf`	A Systematic Approach to Group Fairness in Automated Decision Making. SDS Corinna Hertweck, Christoph Heitz
2021	J	`jnl`	A Systematic Approach to Group Fairness in Automated Decision Making. CoRR Corinna Hertweck, Christoph Heitz
2021	—	`conf`	On the Moral Justification of Statistical Parity. FAccT Corinna Hertweck, Christoph Heitz, Michele Loi
2021	—	`conf`	Service Customization: Optimizing Value Creation and Capture by Designing the Customer Journey. SDS Jürg Meierhofer, Christoph Heitz
2020	—	`conf`	A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data. SDS Michele Loi, Christoph Heitz, Markus Christen
2020	J	`jnl`	On the Moral Justification of Statistical Parity. CoRR Corinna Hertweck, Christoph Heitz, Michele Loi
2019	—	`conf`	Towards an Ethical Code for Data-Based Business. SDS Michele Loi, Christoph Heitz, Andrea Ferrario, Anita Schmid, Markus Christen
2018	—	`conf`	User-Based Redistribution in Free-Floating Bike Sharing Systems. OR Christoph Heitz, Roman Etschmann, Raoul Stoeckle, Thomas Bachmann, Matthias Templ
2013	—	`ch.`	Internet of Services. Evolution of Telecommunication Services Javier Soriano, Christoph Heitz, Hans-Peter Hutter, Rafael Fernández, Juan José Hierro, Jürgen Vogel, Andy Edmonds, Thomas Michael Bohnert
2011	J	`jnl`	Modelling customer lifetime value in contractual settings. Int. J. Serv. Technol. Manag. Christoph Heitz, Marcel Dettling, Andreas Ruckstuhl
2010	—	`conf`	Customer Lifetime Value under Complex Contract Structures. IESS Christoph Heitz, Andreas Ruckstuhl, Marcel Dettling